andy
d7ab8f329a
Affected files: Money/Assets/Financial Instruments.md Money/Assets/Security.md Money/Markets/Markets.md Politcs/Now.md STEM/AI/Neural Networks/CNN/Examples.md STEM/AI/Neural Networks/CNN/FCN/FCN.md STEM/AI/Neural Networks/CNN/FCN/FlowNet.md STEM/AI/Neural Networks/CNN/FCN/Highway Networks.md STEM/AI/Neural Networks/CNN/FCN/ResNet.md STEM/AI/Neural Networks/CNN/FCN/Skip Connections.md STEM/AI/Neural Networks/CNN/FCN/Super-Resolution.md STEM/AI/Neural Networks/CNN/GAN/DC-GAN.md STEM/AI/Neural Networks/CNN/GAN/GAN.md STEM/AI/Neural Networks/CNN/GAN/StackGAN.md STEM/AI/Neural Networks/CNN/Inception Layer.md STEM/AI/Neural Networks/CNN/Interpretation.md STEM/AI/Neural Networks/CNN/Max Pooling.md STEM/AI/Neural Networks/CNN/Normalisation.md STEM/AI/Neural Networks/CNN/UpConv.md STEM/AI/Neural Networks/CV/Layer Structure.md STEM/AI/Neural Networks/MLP/MLP.md STEM/AI/Neural Networks/Neural Networks.md STEM/AI/Neural Networks/RNN/LSTM.md STEM/AI/Neural Networks/RNN/RNN.md STEM/AI/Neural Networks/RNN/VQA.md STEM/AI/Neural Networks/SLP/Least Mean Square.md STEM/AI/Neural Networks/SLP/Perceptron Convergence.md STEM/AI/Neural Networks/SLP/SLP.md STEM/AI/Neural Networks/Transformers/LLM.md STEM/AI/Neural Networks/Transformers/Transformers.md STEM/AI/Properties.md STEM/CS/Language Binding.md STEM/Light.md STEM/Maths/Tensor.md STEM/Quantum/Orbitals.md STEM/Quantum/Schrödinger.md STEM/Quantum/Standard Model.md STEM/Quantum/Wave Function.md Tattoo/Music.md Tattoo/Plans.md Tattoo/Sources.md
26 lines
675 B
Markdown
26 lines
675 B
Markdown
Optical Flow
|
|
|
|
- 2-Channel optical flow
|
|
- $dx,dy$
|
|
- Two consecutive frames
|
|
- 6-channel [tensor](../../../../Maths/Tensor.md)
|
|
|
|
![flownet](../../../../img/flownet.png)
|
|
|
|
# [Skip Connections](Skip%20Connections.md)
|
|
- Further through the network information is condensed
|
|
- Less high frequency information
|
|
- Link encoder layers to [UpConv](../UpConv.md) layers
|
|
- Append activation maps from encoder to decoder
|
|
|
|
# Encode
|
|
![flownet-encode](../../../../img/flownet-encode.png)
|
|
|
|
# [UpConv](../UpConv.md)
|
|
![flownet-upconv](../../../../img/flownet-upconv.png)
|
|
|
|
# Training
|
|
- Synthetic rendered objects
|
|
- Real background images
|
|
|
|
![flownet-training](../../../../img/flownet-training.png) |